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The best-measured models at the top of the leaderboard, paired. The score is the boards each one wins where both have a result.

All 105 ranked models

Press A or B to put a model in the arena. Sort by coding index, overall index or price. The search above reaches every one of the 382 models we list, ranked or not.

Ranked models to put in the arena
Coding #ModelCoding indexOverallOutput $/MPick
1 Claude Fable 5.2Anthropic 87.8 91.7 $40.00
2 Claude Opus 5.5Anthropic 87.3 86.9 $20.00
3 Gemini 4 CarbonGoogle 86.6 88.3 $10.00
4 Claude Sonnet 5.5Anthropic 84.3 81.2 $10.00
5 GPT-6 AstraOpenAI 83.8 83.7 $50.00
6 Claude Fable 5.1Anthropic 82.8 83.2 $50.00
7 Claude Opus 5Anthropic 81.7 79.8 $25.00
8 Gemini 4 ArgonGoogle 80.3 82.5 $10.00
9 GPT-6.1 SolOpenAI 79.8 81.6 $10.00
10 Kimi K3.1 ProMoonshot AI 79.0 74.1 $10.00
11 Gemini 4 HydrogenGoogle 77.9 77.1 $7.50
12 GPT-6.1 TerraOpenAI 76.4 77.4 $5.00
13 Claude Fable 5Anthropic 75.9 78.9 $50.00
14 GPT-6 SolOpenAI 72.1 73.6 $10.00
15 Muse WonderMeta 71.8 72.6 $20.00
16 GPT-5.6 SolOpenAI 70.6 75.4 $20.00
17 Muse Spark 1.1Meta 70.2 73.3 $4.25
18 Qwen3.8 27BQwen 69.7 54.1 $2.55
19 GLM 5.3Z.ai 68.5 67.0 $4.40
20 Claude Haiku 5.5Anthropic 68.4 64.3 $0.50
21 GPT-5.5OpenAI 67.9 75.7 $30.00
22 Claude Opus 4.7Anthropic 67.5 74.4 $25.00
23 Qwen3.8 Max (0902)Qwen 67.3 67.6 $6.00
24 DeepSeek V4.1 Flash 1017DeepSeek 66.9 62.8 $0.60
25 Hy4Tencent 65.2 Not ranked $1.2505
26 Muse EmberMeta 64.9 Not ranked $0.50
27 Grok 4.7xAI 64.8 63.4 $6.00
28 GPT-5.4OpenAI 64.3 72.5 $15.00
29 Grok 4.6xAI 63.9 62.9 $6.00
30 GPT-5.6 TerraOpenAI 63.5 65.1 $12.00
31 Claude Opus 4.8Anthropic 62.8 68.2 $25.00
32 Gemini 3.6 FlashGoogle 62.5 72.5 $3.75
33 MiMo-V2.6-ProXiaomi 61.8 61.8 $0.87
34 Kimi K3Moonshot AI 61.4 61.2 $15.00
35 GLM 5.2Z.ai 61.1 65.5 $4.40
36 Mistral Large 4Mistral AI 60.9 57.8 $2.10
37 Gemini 3.8 FlashGoogle 60.3 65.4 $3.75
38 GPT-5.3-CodexOpenAI 60.0 Not ranked $14.00
39 Step 5 PreviewStepFun 57.4 55.1 $2.70
40 Claude Opus 4.6Anthropic 57.2 70.4 $25.00
41 DeepSeek V4.1 FlashDeepSeek 56.6 70.1 $0.79
42 GLM 5.3 FlashZ.ai 56.2 61.8 $0.50
43 DeepSeek V4 Pro 0813DeepSeek 56.1 58.0 $1.98
44 Muse Spark 1.3Meta 56.1 64.3 $4.25
45 GPT-5.2OpenAI 56.1 64.4 $14.00
46 MiniMax M3.1 FlashMiniMax 55.7 53.7 $0.60
47 GPT-5.6 LunaOpenAI 55.3 57.1 $1.20
48 Claude Sonnet 4.6Anthropic 55.0 65.6 $15.00
49 GLM 4.7Z.ai 55.0 62.2 $2.20
50 GPT-6 LunaOpenAI 54.9 55.9 $0.50
51 MiMo-V2.6-FlashXiaomi 54.8 55.9 $0.28
52 Claude Sonnet 5Anthropic 54.6 60.8 $10.00
53 Qwen3.7 MaxQwen 54.1 67.1 $4.425
54 Gemini 3.7 FlashGoogle 53.9 66.3 $3.75
55 Kimi K2.7 CodeMoonshot AI 53.4 63.4 $4.00
56 Ember-1Fireworks 52.6 Not ranked $15.00
57 Grok 4.5xAI 52.3 60.3 $6.00
58 Kimi K2.6Moonshot AI 52.1 65.2 $4.00
59 DeepSeek V4 Flash 0731DeepSeek 51.8 56.5 $0.348
60 Muse Spark 1.2Meta 50.9 56.8 $4.25
61 MiMo-V2.5Xiaomi 50.0 Not ranked $2.00
62 GLM 5.1Z.ai 49.2 61.9 $4.40
63 Gemini 3.5 Flash LiteGoogle 48.9 46.8 $2.50
64 T Inkling 2 SmallThinking Machines 48.9 56.9 $1.00
65 GPT-5.2-CodexOpenAI 45.4 Not ranked $14.00
66 GPT-5.4 NanoOpenAI 44.8 49.2 $1.25
67 Hy4 previewTencent 44.3 Not ranked $2.501
68 Qwen3.6 PlusQwen 44.1 60.0 $1.95
69 Claude Opus 4.5Anthropic 43.9 58.7 $25.00
70 Gemini 3 Flash PreviewGoogle 43.7 59.7 $3.00
71 Muse Spark OpenMeta 43.4 39.7 $4.25
72 GLM 5Z.ai 41.6 57.9 $3.20
73 Qwen3.5-FlashQwen 41.1 50.1 $0.26
74 GPT-5.1OpenAI 40.5 59.3 $10.00
75 Gemini 3.5 FlashGoogle 39.8 59.0 $9.00
76 Claude Sonnet 4.5Anthropic 39.5 53.8 $15.00
77 Qwen3.5 Plus 2026-04-20Qwen 39.5 Not ranked $1.80
78 GPT-5OpenAI 38.8 55.5 $10.00
79 DeepSeek V4 Pro 0423DeepSeek 38.7 49.9 $2.60
80 Kimi K2.5Moonshot AI 38.6 47.6 $2.85
81 Grok 4.3xAI 37.4 56.8 $2.50
82 MiniMax M2.5MiniMax 37.2 38.7 $1.20
83 Qwen3.6 27BQwen 36.8 50.2 $2.70
84 MiniMax M2.7MiniMax 36.2 Not ranked $1.32
85 GPT-5.4 MiniOpenAI 35.8 45.7 $4.50
86 GPT-5 MiniOpenAI 34.2 46.7 $2.00
87 MiniMax M3MiniMax 33.6 47.1 $1.20
88 Grok 4.20xAI 33.3 Not ranked $2.50
89 Qwen3.7 PlusQwen 33.2 58.4 $1.28
90 Gemini 3.1 Pro PreviewGoogle 32.3 56.0 $12.00
91 MiMo-V2.5-ProXiaomi 31.5 39.8 $1.335
92 Claude Haiku 4.5Anthropic 31.4 40.0 $5.00
93 DeepSeek V3.2DeepSeek 30.0 40.0 $0.40
94 Nemotron 3 UltraNVIDIA 30.0 49.9 $2.30
95 Ling 3.0 FlashinclusionAI 29.6 Not ranked $0.1215
96 T InklingThinking Machines 29.2 43.1 $4.05
97 T Inkling SmallThinking Machines 27.3 40.9 $1.20
98 Mistral Medium 3.5Mistral AI 25.4 33.2 $7.50
99 Gemini 3.1 Flash Lite PreviewGoogle 22.7 32.5 $1.50
100 Nemotron 3.5 LightningNVIDIA 22.6 Not ranked $0.18
101 Gemma 4 31BGoogle 21.9 35.7 $0.40
102 Gemini 2.5 ProGoogle 19.2 46.6 $10.00
103 GPT-5.1-CodexOpenAI 15.3 Not ranked $10.00
104 Nemotron 3.5 Super VLNVIDIA 14.8 24.3 $0.50
105 GLM 4.6Z.ai 8.9 Not ranked $2.20